Kaushik Roy's repositories
RT-X
Pytorch implementation of the models RT-1-X and RT-2-X from the paper: "Open X-Embodiment: Robotic Learning Datasets and RT-X Models"
bit0123.github.io
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PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
theseus
A library for differentiable nonlinear optimization
TheAlgorithms-Python
All Algorithms implemented in Python
SDL3
Subspace Distillation for Continual Learning
functorch
functorch is JAX-like composable function transforms for PyTorch.
learnopencv
Learn OpenCV : C++ and Python Examples
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
Score-CAM
PyTorch implementation of Score-CAM
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
Label_Reuse_Semisupervised
Tsung-Hung Hsieh, Jun-Cheng Chen, and Chu-Song Chen, "Label Reuse for Efficient Semi-Supervised Learning," IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, May 2020
hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
continual_learning_papers
Relevant papers in Continual Learning
Pytorch_Retinaface
Retinaface get 80.99% in widerface hard val using mobilenet0.25.
Ultra-Light-Fast-Generic-Face-Detector-1MB
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
colab
A ContinualAI repository for tutorials and demo running on Google Colaboratory.
Awesome-Incremental-Learning
Awesome Incremental Learning
iccv2019-inc
ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild
HyperLandmark
Deep Learning Based Free Mobile Real-Time Face Landmark Localization.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
face_landmark_factory
These are a set of tools using OpenCV, Tensorflow and Keras, with which you can generate your own model of facial landmark detection and demonstrate the effect of newly-generated model easily.
PRNet
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)
deep_learning_object_detection
A paper list of object detection using deep learning.